Notes that Halford's book does not really address children's own understanding but rather the psychologist's attempt to understand children from the outside. Discusses the five major sets of ideas at the core of Halford's explanations of capacity, complexity/dimensionality, development, and learning. Examines two arguments against Halford's tensor-product model and connectionism. (HTH)